ArticleAnimals : an open access journal from MDPI2026
Image-Based Analysis of Morphometric Differences Between Sea-Caught and Farmed Large Yellow Croaker (
Yatong Yao, Quanyou Guo, Shengmao Zhang, Junjie Wu, Tianfei Chen, Na Lin, Zuli Wu, Hanfeng Zheng
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In one paragraphArticle in Animals : an open access journal from MDPI, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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5 · Who and what moneyAuthors and funding
8 authors.
Yatong YaoKey Laboratory of Fisheries Remote Sensing, Ministry of Agriculture and Rural Affairs, East China Sea Fishery Research Institute, Chinese Academy of Fishery Sciences, Shanghai 200090, China.
Quanyou GuoKey Laboratory of Fisheries Remote Sensing, Ministry of Agriculture and Rural Affairs, East China Sea Fishery Research Institute, Chinese Academy of Fishery Sciences, Shanghai 200090, China.ORCID 0000-0001-5958-5937 Shengmao ZhangKey Laboratory of Fisheries Remote Sensing, Ministry of Agriculture and Rural Affairs, East China Sea Fishery Research Institute, Chinese Academy of Fishery Sciences, Shanghai 200090, China.
Junjie WuKey Laboratory of Fisheries Remote Sensing, Ministry of Agriculture and Rural Affairs, East China Sea Fishery Research Institute, Chinese Academy of Fishery Sciences, Shanghai 200090, China.
Tianfei ChenKey Laboratory of Fisheries Remote Sensing, Ministry of Agriculture and Rural Affairs, East China Sea Fishery Research Institute, Chinese Academy of Fishery Sciences, Shanghai 200090, China.ORCID 0009-0000-5573-9695 Na LinKey Laboratory of Fisheries Remote Sensing, Ministry of Agriculture and Rural Affairs, East China Sea Fishery Research Institute, Chinese Academy of Fishery Sciences, Shanghai 200090, China.
Zuli WuKey Laboratory of Fisheries Remote Sensing, Ministry of Agriculture and Rural Affairs, East China Sea Fishery Research Institute, Chinese Academy of Fishery Sciences, Shanghai 200090, China.ORCID 0009-0006-9395-1658 Hanfeng ZhengKey Laboratory of Fisheries Remote Sensing, Ministry of Agriculture and Rural Affairs, East China Sea Fishery Research Institute, Chinese Academy of Fishery Sciences, Shanghai 200090, China.ORCID 0009-0006-9395-3119 Funding
Scientifc Institution Basal Research Fund 2024TD04
6 · The paper itselfAbstract
Morphological differences between sea-caught and farmed fish reflect environmental conditions and long-term domestication. However, standardized and objective quantification of these differences remains limited for many commercially important species. The large yellow croaker (
Indexed as
deep learninglarge yellow croaker (Larimichthys crocea)morphological differentiationsurface-area phenotypesYOLOv11Instance segmentation
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PMID41751065
PMCPMC12937483
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